Search Results - "Girard, Robin"

Probabilistic Models for Spatio-Temporal Photovoltaic Power Forecasting by Agoua, Xwegnon Ghislain, Girard, Robin, Kariniotakis, George

“…Photovoltaic (PV) power generation is characterized by significant variability. Accurate PV forecasts are a prerequisite to securely and economically operating…”
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Calibration method for an open source model to simulate building energy at territorial scale by Rit, Martin, Girard, Robin, Villot, Jonathan, Thorel, Mathieu, Abdelouadoud, Yassine

“…In a context of massive renovation of residential housing, stakeholders need decision-support tools based on knowledge of the current building stock and an…”
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Modeling and Forecasting Electric Vehicle Consumption Profiles by Gerossier, Alexis, Girard, Robin, Kariniotakis, George

“…The growing number of electric vehicles (EV) is challenging the traditional distribution grid with a new set of consumption curves. We employ information from…”
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Photovoltaic Power Forecasting: Assessment of the Impact of Multiple Sources of Spatio-Temporal Data on Forecast Accuracy by Agoua, Xwégnon Ghislain, Girard, Robin, Kariniotakis, Georges

“…The efficient integration of photovoltaic (PV) production in energy systems is conditioned by the capacity to anticipate its variability, that is, the capacity…”
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ELMAS: a one-year dataset of hourly electrical load profiles from 424 French industrial and tertiary sectors by Bellinguer, Kevin, Girard, Robin, Bocquet, Alexis, Chevalier, Antoine

“…The combination of ongoing urban expansion and electrification of uses challenges the power grid. In such a context, information regarding customers’…”
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Robust Day-Ahead Forecasting of Household Electricity Demand and Operational Challenges by Gerossier, Alexis, Girard, Robin, Bocquet, Alexis, Kariniotakis, George

“…In the recent years, several short-term forecasting models of household electricity demand have been proposed in the literature. This is partly due to emerging…”
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Optimal sizing and placement of distribution grid connected battery systems through an SOCP optimal power flow algorithm by Grover-Silva, Etta, Girard, Robin, Kariniotakis, George

“…•Optimal power flow algorithm used for the optimal sizing and placement of batteries.•Second order cone program OPF to guarantee algorithmic…”
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Data-driven structural modeling of electricity price dynamics by Mahler, Valentin, Girard, Robin, Kariniotakis, Georges

“…In many countries, electricity prices on day-ahead auction markets result from a market clearing designed to maximize social welfare. For each hour of the day,…”
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Quantifying power system flexibility provision by Heggarty, Thomas, Bourmaud, Jean-Yves, Girard, Robin, Kariniotakis, Georges

“…In power systems, flexibility can be defined as the ability to cope with variability and uncertainty in generation and demand. The ongoing energy transition is…”
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Short-Term Spatio-Temporal Forecasting of Photovoltaic Power Production by Agoua, Xwegnon Ghislain, Girard, Robin, Kariniotakis, George

“…In recent years, the penetration of photovoltaic (PV) generation in the energy mix of several countries has significantly increased thanks to policies favoring…”
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A generic methodology for mapping the performance of various heat pumps configurations considering part-load behavior by Rogeau, Antoine, Vieubled, Julien, Ruche, Louis, Girard, Robin

“…Electrification of heating is the main option for decarbonizing the residential sector, mainly through heat pumps, which are therefore widely considered both…”
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Multi-temporal assessment of power system flexibility requirement by Heggarty, Thomas, Bourmaud, Jean-Yves, Girard, Robin, Kariniotakis, Georges

“…•Flexibility refers to a system’s ability to cope with variability and uncertainty.•Method evaluates flexibility requirement for annual, weekly and daily…”
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A generic methodology to efficiently integrate weather information in short-term Photovoltaic generation forecasting models by Bellinguer, Kevin, Girard, Robin, Bontron, Guillaume, Kariniotakis, Georges

“…The power output of Photovoltaic (PV) plants is weather-dependent, which results in inherent uncertainties about future production. This raises technical…”
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Evaluating the quality of scenarios of short-term wind power generation by Pinson, P., Girard, R.

“…► Presentation of the desirable properties of wind power generation scenarios. ► Description of various evaluation frameworks (univariate, multivariate,…”
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A stochastic optimal power flow for scheduling flexible resources in microgrids operation by Grover-Silva, Etta, Heleno, Miguel, Mashayekh, Salman, Cardoso, Gonçalo, Girard, Robin, Kariniotakis, George

“…•Stochastic day-ahead microgrid management algorithm considering uncertainties in PV, load and temperature.•Quantification of the effectiveness of demand side…”
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LCA of emerging technologies: addressing high uncertainty on inputs' variability when performing global sensitivity analysis by Lacirignola, Martino, Blanc, Philippe, Girard, Robin, Pérez-López, Paula, Blanc, Isabelle

“…In the life cycle assessment (LCA) context, global sensitivity analysis (GSA) has been identified by several authors as a relevant practice to enhance the…”
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Techno-economic evaluation and resource assessment of hydrogen production through offshore wind farms: A European perspective by Rogeau, Antoine, Vieubled, Julien, de Coatpont, Matthieu, Affonso Nobrega, Pedro, Erbs, Guillaume, Girard, Robin

“…The demand for hydrogen is expected to increase radically in the coming years, as it is an important lever for decarbonization and offshore wind is a credible…”
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Sensitivity analysis in the technical potential assessment of onshore wind and ground solar photovoltaic power resources at regional scale by Bossavy, Arthur, Girard, Robin, Kariniotakis, Georges

“…•A methodology to evaluate the influence of parameters modeling renewable power sources potential assessment.•Illustration through analyzing sensitivity in…”
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SHAPE: A temporal optimization model for residential buildings retrofit to discuss policy objectives by Martin, Rit, Arthur, Thomas, Jonathan, Villot, Mathieu, Thorel, Enora, Garreau, Robin, Girard

“…In a context of massive renovation of residential buildings, stakeholders need decision-support models based on knowledge of the current building stock and…”
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Assessing the relative impacts of maximum investment rate and temporal detail in capacity expansion models applied to power systems by Heggarty, Thomas, Bourmaud, Jean-Yves, Girard, Robin, Kariniotakis, Georges

“…Capacity expansion models provide the basis on which to decide where, when, how much and what technology type to deploy. In systems with large shares of…”
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